Propensity score analysis : statistical methods and applications /
Guo, Shenyang,author.
Fraser, Mark W.,1946-author.
Includes bibliographical references and index.
Introduction -- Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Propensity score subclassification -- Propensity score weighting -- Matching estimators -- Propensity score analysis with nonparametric regression -- Propensity score analysis of categorical or continuous treatments -- Selection bias and sensitivity analysis -- Concluding remarks.
Social sciences
Analysis of variance.